Difference between revisions of "Lesson08"
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* [http://timelyportfolio.github.io/sunburstR/example_baseball.html Visualize Baseball with sunburstR] | * [http://timelyportfolio.github.io/sunburstR/example_baseball.html Visualize Baseball with sunburstR] | ||
* [https://medium.com/optima-blog/create-basic-sunburst-graphs-with-ggplot2-7d7484d92c61 Create Basic Sunburst Graphs with ggplot2] | * [https://medium.com/optima-blog/create-basic-sunburst-graphs-with-ggplot2-7d7484d92c61 Create Basic Sunburst Graphs with ggplot2] | ||
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Revision as of 22:28, 8 March 2020
ISSS608 Visual Analytics and Applications
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Visualising and Analysing High-dimensional Data
Contents
Content
- Introduction to High-dimensional Data
- Bivariate Matrix
- Trellis
- Correlation Matrix
- Correlogram
- Multivariate Data Visualisation
- Ternary Plot
- Glyphs or Star Plot
- Heatmap
- Parallel Coordinate Plot
- Space-constrained visualization of hierarchies
- Treemaps
- Sunburst diagram
Readings
Core Readings
Multivariate Methods
- An Introduction to Visual Multivariate Analysis
- Corrgrams: Exploratory Displays for Correlation Matrices
- Ternary Plot
- Multivariate Data Glyphs
- Parallel Coordinates
- Wikipedia: Heatmap
Treemaps
- Shneiderman, Ben (2008) Treemaps for space-constrained visualization of hierarchies (http://www.cs.umd.edu/hcil/treemap-history/)
- Extending the Utility of Treemaps with Flexible Hierarchy
Optional Readings
Multivariate Methods
- The scatter-plot matrix: a great tool
- A Graphical Display of Large Correlation Matrices
- Ternary Diagram
- Reading a Ternary Diagram
- Multidimensional Detective
- Parallel Coordinates
- Multivariate Analysis Using Parallel Coordinates
Treemaps
- Treemaps
- Discovering Business Intelligence Using Treemap Visualization
- 10 Lessons in Treemap Design
- Bederson, Benjamin B.; Shneiderman, Ben; Wattenberg, Martin (2002). "Ordered and quantum treemaps: Making effective use of 2D space to display hierarchies". ACM Transactions on Graphics. 21 (4): 833.
- Bruls, Mark; Huizing, Kees; van Wijk, Jarke J. (2000). "Squarified treemaps". In de Leeuw, W.; van Liere, R. Data Visualization 2000: Proc. Joint Eurographics and IEEE TCVG Symp. on Visualization
- US Economic Census Treemap
- TreeCovery: Coordinated dual treemap visualization for exploring the Recovery Act
- Juice's Stimulus Bill Explorer
- Fundexplorer
- Map of the Market
- The HIVE Group
- Truck Sales Slip, Tripping Up Chrysler
- Newsmap
- Obama’s 2011 Budget Proposal: How It’s Spent
R Packages
Treemaps
- Treemap Package
- Creating a Treemap in R
- treemap: mapping to color palettes
- Simple Steps to Create Treemap in R
- treemapify: Draw Treemaps in 'ggplot2'
- Introduction to treemapify
- Interactive visualization with R-Shiny versus with Tableau: Treemaps
